Emerging Properties in Self-Supervised Vision Transformers

• Resolution-dependent self-supervised transfer in chest radiograph classification

  2026 Communications Medicine article Medicine COVID-19 diagnosis using AI Open access

  1

  citations
• DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation

  2026 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis

  4

  citations
• Filtering Scheme for Confocal Laser Endomicroscopy (CLE)-video Sequences for Self-supervised Learning

  2026 Informatik aktuell conference-paper Computer Science AI in cancer detection

  0

  citations
• Evaluating Cross-Subject and Cross-Device Consistency in Visual Fixation Prediction

  2025 conference-paper Computer Science Gaze Tracking and Assistive Technology Open access

  0

  citations
• Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations

  2025 European Journal of Radiology Artificial Intelligence article Medicine COVID-19 diagnosis using AI Open access

  9

  citations
• OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian Splatting

  2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Engineering 3D Shape Modeling and Analysis

  9

  citations
• Visual Fixation-Based Retinal Prosthetic Simulation

  2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Neuroscience Neuroscience and Neural Engineering Open access

  1

  citations
• A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification

  2025 Lecture notes in computer science conference-paper Computer Science AI in cancer detection

  3

  citations
• RGB-D Cube R-CNN: 3D Object Detection with Selective Modality Dropout

  2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Advanced Neural Network Applications

  10

  citations
• Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images

  2024 European Radiology Experimental article Medicine COVID-19 diagnosis using AI Open access

  34

  citations
• Point2Vec for Self-supervised Representation Learning on Point Clouds

  2024 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

  35

  citations
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Medicine COVID-19 diagnosis using AI

  481

  citations
• HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  19

  citations
• Global Hierarchical Attention for 3D Point Cloud Analysis

  2022 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

  1

  citations
• Anomaly Detection for the Automated Visual Inspection of PET Preform Closures

  2021 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection

  4

  citations

15 results